I have a question with regard to non-parametric bootstrap re-sampling analysis.
I have a sample of n=200 values, and I have performed a bootstrap re-sampling creating 10.000 samples of the same n=200 and then calculated 95%CI, mean, st. deviation.
Can I perform the same bootstrap re-sampling creating 10.000 samples of different sizes (i.e. n=20, n=50, n=100, n=150) bootstrapped from the same original sample with n=200 values?
My objective is to see the impact of sample size (of my original training set) on the 95%CI, mean and st. deviation.